BF doc-to-video
将 Markdown 技术文档自动转换成带配音旁白的专业视频。使用 edge-tts 生成自然人声、Remotion 渲染视觉场景、FFmpeg 合并音视频，输出 1920×1080 全高清视频。适用场景：项目文档视频化、教程制作、知识分享。
As a process F 31/100 · Will not run — References files that are not bundled: references/case-study-pattern.md
ProcedureMedia and videoInfrastructuretype and topics are labelled automatically from the skill text
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- The text references files that are not there: add them or drop the references.
For the model run — optional
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 19. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when") - warning
body-longSKILL.md body ≈ 5200 tokens (recommended < 5000); move details to references/ - warning
missing-refreference to a missing file: references/case-study-pattern.md - note
frontmatter-keyunknown frontmatter key "homepage" - note
frontmatter-keyunknown frontmatter key "keywords" - note
frontmatter-keyunknown frontmatter key "requirements"
Process rating: all ten parameters 31/100
Will not run. References files that are not bundled: references/case-study-pattern.md
- 0Tools and files. 1 referenced file(s) missing: references/case-study-pattern.md
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 2 mutating operations with no state check
- 70Execution cost. Instruction body is 5200 tokens
- 100Steps. 61 steps
- 100Consistency. Name and required fields are in place
- low 14 top-level sections: this looks like several domains in one skill
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- -4Absolute local paths (C:\Users, /home/…): not portable
- -2localhost URLs: will not work for another user
- -238 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 121: enough signal without eating the budget
- +4Structure: 49 headings
- +3Step-by-step instructions: 61 items
- +4Has examples (32 code blocks)
- +4Reference files are cited in the instructions (6 of 6)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 49.
External checks
ClawHub: suspicious
This looks like a real document-to-video helper, but it needs Review because it includes instructions for copying and modifying installed agent skills across environments plus some unsafe cleanup and overwrite commands.
LLM: suspicious (high) · VirusTotal: · 12 Jun 2026